{"id":"W1968140947","doi":"10.4088/jcp.14r09329","title":"Insight Into Mental Disorders and Suicidal Behavior","year":2015,"lang":"en","type":"review","venue":"The Journal of Clinical Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Psychiatry; Clinical psychology; Mood; Mood disorders; Checklist; Suicide attempt; Suicidal ideation; Depression (economics); Rating scale; Poison control; Meta-analysis; Major depressive disorder; Suicide prevention; Medicine; Anxiety; Internal medicine; Developmental psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004135894,0.0008624158,0.00178143,0.004033386,0.0001596188,0.001225174,0.0005140104,0.0006301528,0.003551949],"category_scores_gemma":[0.01315171,0.0003763217,0.003840728,0.003231239,0.0002921392,0.0008509426,0.0006288271,0.0005141044,0.000224807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007095548,"about_ca_system_score_gemma":0.001244005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001988634,"about_ca_topic_score_gemma":0.003664537,"domain_scores_codex":[0.9981537,0.0008334161,0.0004176079,0.0002013274,0.000330703,0.00006317926],"domain_scores_gemma":[0.9906929,0.004708987,0.003758627,0.0001310625,0.0005120432,0.0001963348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005290324,0.0003840173,0.5149505,0.2310039,0.08924665,0.0005084172,0.0007364772,0.0007278908,0.0007772413,0.0006210119,0.001817475,0.1539361],"study_design_scores_gemma":[0.001795794,0.003250895,0.754843,0.1041724,0.119872,0.002218418,0.0008472427,0.0008000946,0.0006480284,0.001433909,0.00999743,0.0001208583],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1592286,0.8319041,0.0007264377,0.0009846855,0.0001186565,0.0003692428,0.004907581,0.00002814011,0.001732644],"genre_scores_gemma":[0.7353204,0.25807,0.002384727,0.0006060743,0.0001858049,0.000438782,0.002596732,0.0000102371,0.0003870803],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004135894,"threshold_uncertainty_score":0.02187294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1561573367932526,"score_gpt":0.501201243562648,"score_spread":0.3450439067693953,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}